/********************************************************************
Name: Table 2: Effect of Dem Sheriff on Number of Detainer 
	Requests per 1,000 Residents
Author: Dan Thompson
Date: August 2019
Notes:
********************************************************************/

* Set the working directory 
gl root = "$sanctuary_root"
gl root = "YOUR_WORKING_DIRECTORY"

* Bring in the RD analysis data
use "$root/data/rd analysis data.dta", clear
egen year_by_pre_year_id = group(year pre_year)

* Column 1
reg all_sheriff_per1k_pop treat rv treat_rv ///
	if abs(rv)<10, vce(clust election_id)

* Column 2
reg all_sheriff_per1k_pop treat rv rv2 rv3 ///
	if abs(rv)<25, vce(clust election_id)

* Column 3
reg all_sheriff_per1k_pop treat rv rv2 rv3 treat_rv treat_rv2 treat_rv3 ///
	if abs(rv)<25, vce(clust election_id)

* Column 4
reg all_sheriff_per1k_pop treat rv rv2 rv3 rv4 rv5 ///
	if abs(rv)<25, vce(clust election_id)

* Column 5
reghdfe all_sheriff_per1k_pop treat rv treat_rv if abs(rv)<10, ///
	a(i.year_by_pre_year_id##c.pre_all_sheriff_per1k_pop) vce(clust election_id)

* Column 6
reghdfe all_sheriff_per1k_pop treat rv rv2 rv3 if abs(rv)<25, ///
	a(i.year_by_pre_year_id##c.pre_all_sheriff_per1k_pop) vce(clust election_id)

* Column 7
reghdfe all_sheriff_per1k_pop treat rv rv2 rv3 treat_rv treat_rv2 treat_rv3 if abs(rv)<25, ///
	a(i.year_by_pre_year_id##c.pre_all_sheriff_per1k_pop) vce(clust election_id)

* Column 8
reghdfe all_sheriff_per1k_pop treat rv rv2 rv3 rv4 rv5 if abs(rv)<25, ///
	a(i.year_by_pre_year_id##c.pre_all_sheriff_per1k_pop) vce(clust election_id)

* Column 9
rdrobust all_sheriff_per1k_pop rv, vce(cluster election_id)
unique election_id if abs(rv)<e(h_l) & all_sheriff_per1k_pop!=.
